fvcom.ipynb

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     "text": [
      "xarray: 2023.2.1.dev14+g7308ff2692\n",
      "\n"
     ]
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   "source": [
    "%load_ext watermark\n",
    "\n",
    "import xarray as xr\n",
    "\n",
    "%watermark -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "449e03bb-090a-4921-9326-1d59c99ca3e9",
   "metadata": {},
   "source": [
    "## expt"
   ]
  },
  {
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   "id": "d2bef6cc-4f29-4635-b4c7-6dc4bfb0b1f7",
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    "tags": []
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   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "module 'xarray' has no attribute 'Coordinates'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[0;32mIn [2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m c \u001b[38;5;241m=\u001b[39m \u001b[43mxr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mCoordinates\u001b[49m()\n",
      "\u001b[0;31mAttributeError\u001b[0m: module 'xarray' has no attribute 'Coordinates'"
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   "source": [
    "c = xr.Coordinates()"
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   "id": "080e9ed8-b6c5-4e4d-a705-3123d6515f6d",
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   "source": [
    "xr.Dataset(\n",
    "    {\"a\": (\"x\", [1, 2, 3])},\n",
    "    coords={\"x\": [1, 2, 3]},\n",
    ")"
   ]
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  {
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   "execution_count": null,
   "id": "8e6eb81a-08b9-43e8-a293-9b7571255c9b",
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   "source": [
    "noindex = xr.Coordinates(coords={\"x\": (\"x\", [0, 1, 2])}, indexes=None)\n",
    "noindex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "22df9f7a-4134-4460-b944-897cb9d0e478",
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   "outputs": [],
   "source": [
    "xr.Dataset({\"a\": (\"x\", [1, 2, 3])}, coords=noindex)"
   ]
  },
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   "cell_type": "markdown",
   "id": "e4eb6276-de47-4c7e-9315-67f800f5ccee",
   "metadata": {},
   "source": [
    "## load"
   ]
  },
  {
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   "execution_count": 1,
   "id": "0d5f7edd-e2c5-4bbd-8d7d-d081800ac877",
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      "/Users/dcherian/work/python/xarray/xarray/backends/plugins.py:80: RuntimeWarning: Engine 'rasterio' loading failed:\n",
      "dlopen(/Users/dcherian/mambaforge/envs/xarray-tests/lib/python3.10/site-packages/rasterio/_version.cpython-310-darwin.so, 0x0002): Library not loaded: @rpath/libtiff.5.dylib\n",
      "  Referenced from: <6A4E8478-257B-3ABD-9D53-669A3ECE7E92> /Users/dcherian/mambaforge/envs/xarray-tests/lib/libgdal.32.3.6.0.dylib\n",
      "  Reason: tried: '/Users/dcherian/mambaforge/envs/xarray-tests/lib/libtiff.5.dylib' (no such file), '/Users/dcherian/mambaforge/envs/xarray-tests/lib/python3.10/site-packages/rasterio/../../../libtiff.5.dylib' (no such file), '/Users/dcherian/mambaforge/envs/xarray-tests/lib/python3.10/site-packages/rasterio/../../../libtiff.5.dylib' (no such file), '/Users/dcherian/mambaforge/envs/xarray-tests/bin/../lib/libtiff.5.dylib' (no such file), '/Users/dcherian/mambaforge/envs/xarray-tests/bin/../lib/libtiff.5.dylib' (no such file), '/usr/local/lib/libtiff.5.dylib' (no such file), '/usr/lib/libtiff.5.dylib' (no such file, not in dyld cache)\n",
      "  warnings.warn(f\"Engine {name!r} loading failed:\\n{ex}\", RuntimeWarning)\n"
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:      (node: 53087, nele: 99137, siglay: 40, three: 3, time: 145)\n",
       "Coordinates:\n",
       "    lon          (node) float32 ...\n",
       "    lat          (node) float32 ...\n",
       "    lonc         (nele) float32 ...\n",
       "    latc         (nele) float32 ...\n",
       "    siglay       (siglay, node) float32 ...\n",
       "  * time         (time) datetime64[ns] 2023-07-15 ... 2023-07-21\n",
       "Dimensions without coordinates: node, nele, three\n",
       "Data variables: (12/22)\n",
       "    x            (node) float32 ...\n",
       "    y            (node) float32 ...\n",
       "    xc           (nele) float32 ...\n",
       "    yc           (nele) float32 ...\n",
       "    h            (node) float32 ...\n",
       "    nv           (three, nele) int32 ...\n",
       "    ...           ...\n",
       "    va           (time, nele) float32 ...\n",
       "    temp         (time, siglay, node) float32 ...\n",
       "    salinity     (time, siglay, node) float32 ...\n",
       "    icing_0kts   (time, node) float32 ...\n",
       "    icing_10kts  (time, node) float32 ...\n",
       "    fvcom_mesh   int32 ...\n",
       "Attributes: (12/21)\n",
       "    title:                           NECOFS GOM3 (FVCOM) - Northeast US - Lat...\n",
       "    institution:                     School for Marine Science and Technology\n",
       "    source:                          FVCOM_3.0\n",
       "    history:                         Sun Jul 16 08:38:54 2023: ncrcat -O -v x...\n",
       "    references:                      http://fvcom.smast.umassd.edu, http://co...\n",
       "    Conventions:                     CF-1.0, UGRID-1.0\n",
       "    ...                              ...\n",
       "    Special_Physical_processes:      long shore flow adjustment for thermal w...\n",
       "    nco_openmp_thread_number:        1\n",
       "    summary:                         Latest forecast from the FVCOM Northeast...\n",
       "    DODS.strlen:                     26\n",
       "    DODS.dimName:                    DateStrLen\n",
       "    DODS_EXTRA.Unlimited_Dimension:  time</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-99cfb984-8ef8-4422-8006-1241569f6567' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-99cfb984-8ef8-4422-8006-1241569f6567' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>node</span>: 53087</li><li><span>nele</span>: 99137</li><li><span>siglay</span>: 40</li><li><span>three</span>: 3</li><li><span class='xr-has-index'>time</span>: 145</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-eb480b08-a514-4d8f-8c56-20e2bdfe5fff' class='xr-section-summary-in' type='checkbox'  checked><label for='section-eb480b08-a514-4d8f-8c56-20e2bdfe5fff' class='xr-section-summary' >Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4f59565-4e3d-40d7-8150-e89e107ea6ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4f59565-4e3d-40d7-8150-e89e107ea6ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b70147c-773b-489a-b633-248d82fbff5d' class='xr-var-data-in' type='checkbox'><label for='data-3b70147c-773b-489a-b633-248d82fbff5d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>nodal longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[53087 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5fbce052-e4bf-420c-adef-9ac411d465f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5fbce052-e4bf-420c-adef-9ac411d465f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62c0ce7b-0800-4893-8002-dcf959e23b6a' class='xr-var-data-in' type='checkbox'><label for='data-62c0ce7b-0800-4893-8002-dcf959e23b6a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>nodal latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[53087 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lonc</span></div><div class='xr-var-dims'>(nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc49f003-34b9-4275-808c-83438add81ae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc49f003-34b9-4275-808c-83438add81ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec913941-6a38-4dcb-a906-5b8bbc880d00' class='xr-var-data-in' type='checkbox'><label for='data-ec913941-6a38-4dcb-a906-5b8bbc880d00' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>zonal longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[99137 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latc</span></div><div class='xr-var-dims'>(nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-158e224d-8a35-48ed-b472-ad58ce74977f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-158e224d-8a35-48ed-b472-ad58ce74977f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-caa14afc-83fc-4f91-9f42-d054e7de40c2' class='xr-var-data-in' type='checkbox'><label for='data-caa14afc-83fc-4f91-9f42-d054e7de40c2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>zonal latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[99137 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>siglay</span></div><div class='xr-var-dims'>(siglay, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-546facf6-4f4d-422c-8140-19dc29aca7af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-546facf6-4f4d-422c-8140-19dc29aca7af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3460295d-8ce0-4d08-8495-bb097a3c6c0c' class='xr-var-data-in' type='checkbox'><label for='data-3460295d-8ce0-4d08-8495-bb097a3c6c0c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sigma Layers</dd><dt><span>standard_name :</span></dt><dd>ocean_sigma_coordinate</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>valid_min :</span></dt><dd>-1.0</dd><dt><span>valid_max :</span></dt><dd>0.0</dd><dt><span>formula_terms :</span></dt><dd>sigma: siglay eta: zeta depth: h</dd></dl></div><div class='xr-var-data'><pre>[2123480 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-07-15 ... 2023-07-21</div><input id='attrs-3bfae175-56b1-468c-b329-fcc2ff47ce2a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3bfae175-56b1-468c-b329-fcc2ff47ce2a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-481fdde7-a3d1-4d10-909f-9cb1b2617b57' class='xr-var-data-in' type='checkbox'><label for='data-481fdde7-a3d1-4d10-909f-9cb1b2617b57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>format :</span></dt><dd>modified julian day (MJD)</dd><dt><span>time_zone :</span></dt><dd>UTC</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2023-07-15T00:00:00.000000000&#x27;, &#x27;2023-07-15T01:01:52.499999744&#x27;,\n",
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       "       &#x27;2023-07-15T07:58:07.500000256&#x27;, &#x27;2023-07-15T09:00:00.000000000&#x27;,\n",
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       "       &#x27;2023-07-15T13:58:07.500000256&#x27;, &#x27;2023-07-15T15:00:00.000000000&#x27;,\n",
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       "       &#x27;2023-07-16T10:01:52.499999744&#x27;, &#x27;2023-07-16T10:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-16T12:00:00.000000000&#x27;, &#x27;2023-07-16T13:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-16T13:58:07.500000256&#x27;, &#x27;2023-07-16T15:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-16T16:01:52.499999744&#x27;, &#x27;2023-07-16T16:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-16T18:00:00.000000000&#x27;, &#x27;2023-07-16T19:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-16T19:58:07.500000256&#x27;, &#x27;2023-07-16T21:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-16T22:01:52.499999744&#x27;, &#x27;2023-07-16T22:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-17T00:00:00.000000000&#x27;, &#x27;2023-07-17T01:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-17T01:58:07.500000256&#x27;, &#x27;2023-07-17T03:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-17T04:01:52.499999744&#x27;, &#x27;2023-07-17T04:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-17T06:00:00.000000000&#x27;, &#x27;2023-07-17T07:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-17T07:58:07.500000256&#x27;, &#x27;2023-07-17T09:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-17T10:01:52.499999744&#x27;, &#x27;2023-07-17T10:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-17T12:00:00.000000000&#x27;, &#x27;2023-07-17T13:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-17T13:58:07.500000256&#x27;, &#x27;2023-07-17T15:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-17T16:01:52.499999744&#x27;, &#x27;2023-07-17T16:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-17T18:00:00.000000000&#x27;, &#x27;2023-07-17T19:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-17T19:58:07.500000256&#x27;, &#x27;2023-07-17T21:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-17T22:01:52.499999744&#x27;, &#x27;2023-07-17T22:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-18T00:00:00.000000000&#x27;, &#x27;2023-07-18T01:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-18T01:58:07.500000256&#x27;, &#x27;2023-07-18T03:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-18T04:01:52.499999744&#x27;, &#x27;2023-07-18T04:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-18T06:00:00.000000000&#x27;, &#x27;2023-07-18T07:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-18T07:58:07.500000256&#x27;, &#x27;2023-07-18T09:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-18T10:01:52.499999744&#x27;, &#x27;2023-07-18T10:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-18T12:00:00.000000000&#x27;, &#x27;2023-07-18T13:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-18T13:58:07.500000256&#x27;, &#x27;2023-07-18T15:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-18T16:01:52.499999744&#x27;, &#x27;2023-07-18T16:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-18T18:00:00.000000000&#x27;, &#x27;2023-07-18T19:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-18T19:58:07.500000256&#x27;, &#x27;2023-07-18T21:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-18T22:01:52.499999744&#x27;, &#x27;2023-07-18T22:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-19T00:00:00.000000000&#x27;, &#x27;2023-07-19T01:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-19T01:58:07.500000256&#x27;, &#x27;2023-07-19T03:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-19T04:01:52.499999744&#x27;, &#x27;2023-07-19T04:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-19T06:00:00.000000000&#x27;, &#x27;2023-07-19T07:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-19T07:58:07.500000256&#x27;, &#x27;2023-07-19T09:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-19T10:01:52.499999744&#x27;, &#x27;2023-07-19T10:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-19T12:00:00.000000000&#x27;, &#x27;2023-07-19T13:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-19T13:58:07.500000256&#x27;, &#x27;2023-07-19T15:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-19T16:01:52.499999744&#x27;, &#x27;2023-07-19T16:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-19T18:00:00.000000000&#x27;, &#x27;2023-07-19T19:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-19T19:58:07.500000256&#x27;, &#x27;2023-07-19T21:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-19T22:01:52.499999744&#x27;, &#x27;2023-07-19T22:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-20T00:00:00.000000000&#x27;, &#x27;2023-07-20T01:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-20T01:58:07.500000256&#x27;, &#x27;2023-07-20T03:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-20T04:01:52.499999744&#x27;, &#x27;2023-07-20T04:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-20T06:00:00.000000000&#x27;, &#x27;2023-07-20T07:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-20T07:58:07.500000256&#x27;, &#x27;2023-07-20T09:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-20T10:01:52.499999744&#x27;, &#x27;2023-07-20T10:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-20T12:00:00.000000000&#x27;, &#x27;2023-07-20T13:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-20T13:58:07.500000256&#x27;, &#x27;2023-07-20T15:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-20T16:01:52.499999744&#x27;, &#x27;2023-07-20T16:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-20T18:00:00.000000000&#x27;, &#x27;2023-07-20T19:01:52.499999744&#x27;,\n",
       "       &#x27;2023-07-20T19:58:07.500000256&#x27;, &#x27;2023-07-20T21:00:00.000000000&#x27;,\n",
       "       &#x27;2023-07-20T22:01:52.499999744&#x27;, &#x27;2023-07-20T22:58:07.500000256&#x27;,\n",
       "       &#x27;2023-07-21T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ee0b16ad-c31e-420f-b3c2-843b208cda7a' class='xr-section-summary-in' type='checkbox'  ><label for='section-ee0b16ad-c31e-420f-b3c2-843b208cda7a' class='xr-section-summary' >Data variables: <span>(22)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2165d0f5-379e-48fe-a375-50cf7a2bcf00' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2165d0f5-379e-48fe-a375-50cf7a2bcf00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e259ad7-192f-4dcb-bde5-01a34ab1d171' class='xr-var-data-in' type='checkbox'><label for='data-3e259ad7-192f-4dcb-bde5-01a34ab1d171' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>nodal x-coordinate</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[53087 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-55d4acca-f1be-4d1c-b3cb-e0ff316dbe26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55d4acca-f1be-4d1c-b3cb-e0ff316dbe26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc61d38b-6c0e-4de1-8e47-6a9be208482b' class='xr-var-data-in' type='checkbox'><label for='data-fc61d38b-6c0e-4de1-8e47-6a9be208482b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>nodal y-coordinate</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[53087 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>xc</span></div><div class='xr-var-dims'>(nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2268d15e-fc07-4f5b-8100-5b4659bd8068' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2268d15e-fc07-4f5b-8100-5b4659bd8068' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-390e93af-873c-4e6a-bacd-7f191f377044' class='xr-var-data-in' type='checkbox'><label for='data-390e93af-873c-4e6a-bacd-7f191f377044' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>zonal x-coordinate</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[99137 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>yc</span></div><div class='xr-var-dims'>(nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b14bb8f6-51f4-4527-a2b9-ae3f578e74a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b14bb8f6-51f4-4527-a2b9-ae3f578e74a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5adf2e3a-0fcb-428f-8f8d-a491c57100b0' class='xr-var-data-in' type='checkbox'><label for='data-5adf2e3a-0fcb-428f-8f8d-a491c57100b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>zonal y-coordinate</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[99137 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>h</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d8f8e983-344d-4702-8bde-4478b08af8a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8f8e983-344d-4702-8bde-4478b08af8a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c128324f-eb82-4ae7-8111-b9c0267bf2e5' class='xr-var-data-in' type='checkbox'><label for='data-c128324f-eb82-4ae7-8111-b9c0267bf2e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Bathymetry</dd><dt><span>standard_name :</span></dt><dd>sea_floor_depth_below_geoid</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[53087 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nv</span></div><div class='xr-var-dims'>(three, nele)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0a993999-69a2-4a7a-a29d-e4910744f9b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0a993999-69a2-4a7a-a29d-e4910744f9b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd1e21c1-95e2-40a9-91cc-d7a11352a980' class='xr-var-data-in' type='checkbox'><label for='data-bd1e21c1-95e2-40a9-91cc-d7a11352a980' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>nodes surrounding element</dd><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>start_index :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>[297411 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Times</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>|S64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-062fa54d-50df-419b-9bf6-6a41178dc5d8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-062fa54d-50df-419b-9bf6-6a41178dc5d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4071300c-a5a5-46b4-b1c2-d9d394b18894' class='xr-var-data-in' type='checkbox'><label for='data-4071300c-a5a5-46b4-b1c2-d9d394b18894' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>time_zone :</span></dt><dd>UTC</dd></dl></div><div class='xr-var-data'><pre>[145 values with dtype=|S64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>zeta</span></div><div class='xr-var-dims'>(time, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ca4d48f-d531-4f1c-b017-3526d3499900' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ca4d48f-d531-4f1c-b017-3526d3499900' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-43b6f623-e760-4279-8a0e-79f48e4a75bb' class='xr-var-data-in' type='checkbox'><label for='data-43b6f623-e760-4279-8a0e-79f48e4a75bb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Water Surface Elevation</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>standard_name :</span></dt><dd>sea_surface_height_above_geoid</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>field :</span></dt><dd>elev, scalar</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[7697615 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nbe</span></div><div class='xr-var-dims'>(three, nele)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e20a227c-6450-4b29-ba8e-fd98e426e315' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e20a227c-6450-4b29-ba8e-fd98e426e315' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7864c3f0-9289-4e00-9f33-3e99dfa60407' class='xr-var-data-in' type='checkbox'><label for='data-7864c3f0-9289-4e00-9f33-3e99dfa60407' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>elements surrounding each element</dd></dl></div><div class='xr-var-data'><pre>[297411 values with dtype=int32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aw0</span></div><div class='xr-var-dims'>(three, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9a11446b-241c-489c-8bb1-c5affe4d27d2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a11446b-241c-489c-8bb1-c5affe4d27d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de95a804-be6d-439d-bd06-6ca49f2c6e6b' class='xr-var-data-in' type='checkbox'><label for='data-de95a804-be6d-439d-bd06-6ca49f2c6e6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>aw0</dd></dl></div><div class='xr-var-data'><pre>[297411 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>awx</span></div><div class='xr-var-dims'>(three, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9e069b69-cfb0-491a-be98-a9a33d58d8c4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e069b69-cfb0-491a-be98-a9a33d58d8c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b70de24-8be0-4350-b624-e2a699375466' class='xr-var-data-in' type='checkbox'><label for='data-9b70de24-8be0-4350-b624-e2a699375466' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>awx</dd></dl></div><div class='xr-var-data'><pre>[297411 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>awy</span></div><div class='xr-var-dims'>(three, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb47ea6c-bf11-4d6d-bcc2-e117da377ce5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bb47ea6c-bf11-4d6d-bcc2-e117da377ce5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a5e3732-b54a-4c12-9c6e-e5e80d0c2454' class='xr-var-data-in' type='checkbox'><label for='data-0a5e3732-b54a-4c12-9c6e-e5e80d0c2454' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>awy</dd></dl></div><div class='xr-var-data'><pre>[297411 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u</span></div><div class='xr-var-dims'>(time, siglay, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0f93d0b5-a0fd-4106-88f6-03c8f135eb41' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f93d0b5-a0fd-4106-88f6-03c8f135eb41' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3987fa2-fc44-41ac-8b6d-643940fa7747' class='xr-var-data-in' type='checkbox'><label for='data-e3987fa2-fc44-41ac-8b6d-643940fa7747' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Eastward Water Velocity</dd><dt><span>units :</span></dt><dd>meters s-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>field :</span></dt><dd>ua, scalar</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>standard_name :</span></dt><dd>eastward_sea_water_velocity</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>face</dd></dl></div><div class='xr-var-data'><pre>[574994600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(time, siglay, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-46c99ab6-f48b-4566-8920-feee5460f278' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-46c99ab6-f48b-4566-8920-feee5460f278' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8bbfdaee-780c-4d40-8962-a51e5073b687' class='xr-var-data-in' type='checkbox'><label for='data-8bbfdaee-780c-4d40-8962-a51e5073b687' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Northward Water Velocity</dd><dt><span>units :</span></dt><dd>meters s-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>field :</span></dt><dd>va, scalar</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>standard_name :</span></dt><dd>northward_sea_water_velocity</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>face</dd></dl></div><div class='xr-var-data'><pre>[574994600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ww</span></div><div class='xr-var-dims'>(time, siglay, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-565659f1-1896-4f52-a59f-3b125917a0f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-565659f1-1896-4f52-a59f-3b125917a0f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba7c78ab-da5f-4a7d-8a09-ed2ed2ccfa7c' class='xr-var-data-in' type='checkbox'><label for='data-ba7c78ab-da5f-4a7d-8a09-ed2ed2ccfa7c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Upward Water Velocity</dd><dt><span>units :</span></dt><dd>meters s-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>standard_name :</span></dt><dd>upward_sea_water_velocity</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>face</dd></dl></div><div class='xr-var-data'><pre>[574994600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ua</span></div><div class='xr-var-dims'>(time, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0bacc744-1ba9-48ef-b88c-699fc4e0b3f1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0bacc744-1ba9-48ef-b88c-699fc4e0b3f1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec04fa6b-b722-4638-8299-4d3c10db0646' class='xr-var-data-in' type='checkbox'><label for='data-ec04fa6b-b722-4638-8299-4d3c10db0646' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vertically Averaged x-velocity</dd><dt><span>units :</span></dt><dd>meters s-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>field :</span></dt><dd>ua, scalar</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>standard_name :</span></dt><dd>barotropic_eastward_sea_water_velocity</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>face</dd></dl></div><div class='xr-var-data'><pre>[14374865 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>va</span></div><div class='xr-var-dims'>(time, nele)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a7ed2851-d5ca-443d-ab28-1c0238d59235' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7ed2851-d5ca-443d-ab28-1c0238d59235' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9787ac55-8ead-419b-954a-ef72291a58a7' class='xr-var-data-in' type='checkbox'><label for='data-9787ac55-8ead-419b-954a-ef72291a58a7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vertically Averaged y-velocity</dd><dt><span>units :</span></dt><dd>meters s-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>field :</span></dt><dd>va, scalar</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>standard_name :</span></dt><dd>barotropic_northward_sea_water_velocity</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>face</dd></dl></div><div class='xr-var-data'><pre>[14374865 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp</span></div><div class='xr-var-dims'>(time, siglay, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c6c92c4e-78c5-41ea-a8e6-90b3229da12e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6c92c4e-78c5-41ea-a8e6-90b3229da12e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58ab7c63-117b-4346-8856-66e155301200' class='xr-var-data-in' type='checkbox'><label for='data-58ab7c63-117b-4346-8856-66e155301200' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>temperature</dd><dt><span>standard_name :</span></dt><dd>sea_water_potential_temperature</dd><dt><span>units :</span></dt><dd>degrees_C</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[307904600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salinity</span></div><div class='xr-var-dims'>(time, siglay, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-80a688e5-76a9-4de4-b709-9e019e4a7693' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80a688e5-76a9-4de4-b709-9e019e4a7693' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a24b4198-4e8f-4109-820b-257be7ea0ddd' class='xr-var-data-in' type='checkbox'><label for='data-a24b4198-4e8f-4109-820b-257be7ea0ddd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>salinity</dd><dt><span>standard_name :</span></dt><dd>sea_water_salinity</dd><dt><span>units :</span></dt><dd>0.001</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[307904600 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>icing_0kts</span></div><div class='xr-var-dims'>(time, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-73a6a987-b21b-4888-8616-c1ad73dbef3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-73a6a987-b21b-4888-8616-c1ad73dbef3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-707f053d-c9b2-431c-b93e-07da8309d483' class='xr-var-data-in' type='checkbox'><label for='data-707f053d-c9b2-431c-b93e-07da8309d483' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Icing Hazard@0knots</dd><dt><span>units :</span></dt><dd>m C s^-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[7697615 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>icing_10kts</span></div><div class='xr-var-dims'>(time, node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-04a2174b-5db1-4fbf-a226-d67fada6a5fa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04a2174b-5db1-4fbf-a226-d67fada6a5fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bdcf979-86ec-4e0f-9aab-84d59e4e8532' class='xr-var-data-in' type='checkbox'><label for='data-7bdcf979-86ec-4e0f-9aab-84d59e4e8532' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Icing Hazard@10knots</dd><dt><span>units :</span></dt><dd>m C s^-1</dd><dt><span>type :</span></dt><dd>data</dd><dt><span>coverage_content_type :</span></dt><dd>modelResult</dd><dt><span>mesh :</span></dt><dd>fvcom_mesh</dd><dt><span>location :</span></dt><dd>node</dd></dl></div><div class='xr-var-data'><pre>[7697615 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fvcom_mesh</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ecdb1c83-afd1-4462-ab54-7e27bfe1563b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecdb1c83-afd1-4462-ab54-7e27bfe1563b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd97e581-10df-479e-acfc-e3320092c60c' class='xr-var-data-in' type='checkbox'><label for='data-dd97e581-10df-479e-acfc-e3320092c60c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>mesh_topology</dd><dt><span>topology_dimension :</span></dt><dd>2</dd><dt><span>node_coordinates :</span></dt><dd>lon lat</dd><dt><span>face_coordinates :</span></dt><dd>lonc latc</dd><dt><span>face_node_connectivity :</span></dt><dd>nv</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bbe991ea-a97a-485a-b047-b1344798dcca' class='xr-section-summary-in' type='checkbox'  ><label for='section-bbe991ea-a97a-485a-b047-b1344798dcca' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ead65c11-d7f0-4376-be78-bc3f4f08cf1a' class='xr-index-data-in' type='checkbox'/><label for='index-ead65c11-d7f0-4376-be78-bc3f4f08cf1a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([          &#x27;2023-07-15 00:00:00&#x27;,\n",
       "               &#x27;2023-07-15 01:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-15 01:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-15 03:00:00&#x27;,\n",
       "               &#x27;2023-07-15 04:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-15 04:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-15 06:00:00&#x27;,\n",
       "               &#x27;2023-07-15 07:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-15 07:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-15 09:00:00&#x27;,\n",
       "               ...\n",
       "                         &#x27;2023-07-20 15:00:00&#x27;,\n",
       "               &#x27;2023-07-20 16:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-20 16:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-20 18:00:00&#x27;,\n",
       "               &#x27;2023-07-20 19:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-20 19:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-20 21:00:00&#x27;,\n",
       "               &#x27;2023-07-20 22:01:52.499999744&#x27;,\n",
       "               &#x27;2023-07-20 22:58:07.500000256&#x27;,\n",
       "                         &#x27;2023-07-21 00:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=145, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4fa65e70-e66e-4790-af7b-1b2fa76650a8' class='xr-section-summary-in' type='checkbox'  ><label for='section-4fa65e70-e66e-4790-af7b-1b2fa76650a8' class='xr-section-summary' >Attributes: <span>(21)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>NECOFS GOM3 (FVCOM) - Northeast US - Latest Forecast</dd><dt><span>institution :</span></dt><dd>School for Marine Science and Technology</dd><dt><span>source :</span></dt><dd>FVCOM_3.0</dd><dt><span>history :</span></dt><dd>Sun Jul 16 08:38:54 2023: ncrcat -O -v x,y,lat,lon,xc,yc,lonc,latc,siglay,siglev,nv,nbe,aw0,awx,awy,h,temp,salinity,u,v,ww,ua,va,zeta,icing_0kts,icing_10kts,Times -d time,16368,16512 /home/user/necofs/FVCOM/beta_test_gom3v7/gom3v7_0001.nc -o /home/user/necofs/NECOFS_NC/NECOFS_GOM3_FORECAST.nc\n",
       "Wed Sep 29 11:40:42 2021: ncrcat -d time,5832,6624 gom_hot_0001.nc gom_hot_0002.nc\n",
       "Wed Mar 17 15:36:20 2021: ncrcat -d time,4416,6336 gom_hot_0001.nc gom_hot_0001_1.nc\n",
       "Wed Jul  8 14:00:54 2020: ncrcat -d time,3624,3912 gom_hot_0001.nc gom_hot_0001_1.nc\n",
       "Tue Mar  3 14:16:32 2020: ncrcat t.nc gom_hot_0001.nc gom_hot_0002.nc\n",
       "Tue Mar  3 14:12:56 2020: ncrcat -d time,5160,5399 gom_hot_0001_old.nc t.nc\n",
       "Wed Aug 21 10:02:28 2019: ncrcat -d time,4344,5688 gom_hot_0001.nc gom_hot_0002.nc\n",
       "Tue Feb 26 10:14:20 2019: ncrcat -d time,5880,7344 gom_hot_0001.nc gom_hot_0001_1.nc\n",
       "Fri May  4 17:18:42 2018: ncrcat -d time,10896,11040 gom_hot_0001.nc gom_hot_0001_v1.nc\n",
       "Tue Mar 21 11:36:26 2017: ncrcat -d time,8088,9312 gom_hot_0001.nc gom_hot_0001_v1.nc\n",
       "Tue Mar 29 16:25:19 2016: ncrcat -d time,7752,8496 gom_hot_0001.nc gom_hot_0001_v1.nc\n",
       "model started at: 13/04/2015   16:22</dd><dt><span>references :</span></dt><dd>http://fvcom.smast.umassd.edu, http://codfish.smast.umassd.edu</dd><dt><span>Conventions :</span></dt><dd>CF-1.0, UGRID-1.0</dd><dt><span>CoordinateSystem :</span></dt><dd>Cartesian</dd><dt><span>CoordinateProjection :</span></dt><dd>init=nad83:1802</dd><dt><span>Tidal_Forcing :</span></dt><dd>Tidal Forcing Time Series Title: JULIAN FVCOM TIDAL FORCING DATA CREATED FROM OLD FILE TYPE: No comments found... this is mystery data!</dd><dt><span>River_Forcing :</span></dt><dd>THERE ARE NO RIVERS IN THIS MODEL</dd><dt><span>GroundWater_Forcing :</span></dt><dd>GROUND WATER FORCING IS OFF!</dd><dt><span>Surface_Heat_Forcing :</span></dt><dd>FVCOM variable surface heat forcing file:\n",
       "FILE NAME:wrf_for.nc\n",
       "SOURCE:wrf2fvcom version 0.13 (2007-07-19) (Bulk method: COARE 2.6Z)\n",
       "MET DATA START DATE:2015-04-03_00:00:00</dd><dt><span>Surface_Wind_Forcing :</span></dt><dd>FVCOM variable surface Wind forcing:\n",
       "FILE NAME:wrf_for.nc\n",
       "SOURCE:wrf2fvcom version 0.13 (2007-07-19) (Bulk method: COARE 2.6Z)\n",
       "MET DATA START DATE:2015-04-03_00:00:00</dd><dt><span>Surface_PrecipEvap_Forcing :</span></dt><dd>FVCOM periodic surface precip forcing:\n",
       "FILE NAME:wrf_for.nc\n",
       "SOURCE:wrf2fvcom version 0.13 (2007-07-19) (Bulk method: COARE 2.6Z)\n",
       "MET DATA START DATE:2015-04-03_00:00:00</dd><dt><span>Icing_Model_Forcing :</span></dt><dd>FVCOM variable surface icing forcing:\n",
       "FILE NAME:wrf_for.nc\n",
       "SOURCE:wrf2fvcom version 0.13 (2007-07-19) (Bulk method: COARE 2.6Z)\n",
       "MET DATA START DATE:2015-04-03_00:00:00</dd><dt><span>Special_Physical_processes :</span></dt><dd>long shore flow adjustment for thermal wind and wind driven setup</dd><dt><span>nco_openmp_thread_number :</span></dt><dd>1</dd><dt><span>summary :</span></dt><dd>Latest forecast from the FVCOM Northeast Coastal Ocean Forecast System using an newer, higher-resolution GOM3 mesh (GOM2 was the preceding mesh)</dd><dt><span>DODS.strlen :</span></dt><dd>26</dd><dt><span>DODS.dimName :</span></dt><dd>DateStrLen</dd><dt><span>DODS_EXTRA.Unlimited_Dimension :</span></dt><dd>time</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:      (node: 53087, nele: 99137, siglay: 40, three: 3, time: 145)\n",
       "Coordinates:\n",
       "    lon          (node) float32 ...\n",
       "    lat          (node) float32 ...\n",
       "    lonc         (nele) float32 ...\n",
       "    latc         (nele) float32 ...\n",
       "    siglay       (siglay, node) float32 ...\n",
       "  * time         (time) datetime64[ns] 2023-07-15 ... 2023-07-21\n",
       "Dimensions without coordinates: node, nele, three\n",
       "Data variables: (12/22)\n",
       "    x            (node) float32 ...\n",
       "    y            (node) float32 ...\n",
       "    xc           (nele) float32 ...\n",
       "    yc           (nele) float32 ...\n",
       "    h            (node) float32 ...\n",
       "    nv           (three, nele) int32 ...\n",
       "    ...           ...\n",
       "    va           (time, nele) float32 ...\n",
       "    temp         (time, siglay, node) float32 ...\n",
       "    salinity     (time, siglay, node) float32 ...\n",
       "    icing_0kts   (time, node) float32 ...\n",
       "    icing_10kts  (time, node) float32 ...\n",
       "    fvcom_mesh   int32 ...\n",
       "Attributes: (12/21)\n",
       "    title:                           NECOFS GOM3 (FVCOM) - Northeast US - Lat...\n",
       "    institution:                     School for Marine Science and Technology\n",
       "    source:                          FVCOM_3.0\n",
       "    history:                         Sun Jul 16 08:38:54 2023: ncrcat -O -v x...\n",
       "    references:                      http://fvcom.smast.umassd.edu, http://co...\n",
       "    Conventions:                     CF-1.0, UGRID-1.0\n",
       "    ...                              ...\n",
       "    Special_Physical_processes:      long shore flow adjustment for thermal w...\n",
       "    nco_openmp_thread_number:        1\n",
       "    summary:                         Latest forecast from the FVCOM Northeast...\n",
       "    DODS.strlen:                     26\n",
       "    DODS.dimName:                    DateStrLen\n",
       "    DODS_EXTRA.Unlimited_Dimension:  time"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import xarray as xr\n",
    "\n",
    "url = (\n",
    "    \"http://www.smast.umassd.edu:8080/thredds/dodsC/FVCOM/NECOFS/Forecasts/NECOFS_GOM3_FORECAST.nc\"\n",
    ")\n",
    "ds = xr.open_dataset(url, engine=\"netcdf4\")\n",
    "display(ds)\n",
    "\n",
    "xr.testing._assert_internal_invariants(ds, check_default_indexes=True)"
   ]
  }
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